Publications (57)
Heterogeneous multireference alignment: a single pass approach
Nicolas Boumal, Tamir Bendory, Roy R. Lederman +1
Synchronization over Cartan motion groups via contraction
Onur Ozyesil, Nir Sharon, Amit Singer
Cramér-Rao bounds for synchronization of rotations
Nicolas Boumal, Amit Singer, P. -A. Absil +1
$e$PCA: High Dimensional Exponential Family PCA
Lydia T. Liu, Edgar Dobriban, Amit Singer
Non-Local Patch Regression: Robust Image Denoising in Patch Space
Kunal N. Chaudhury, Amit Singer
Non-unique games over compact groups and orientation estimation in cryo-EM
Afonso S. Bandeira, Yutong Chen, Amit Singer
Disentangling Orthogonal Matrices
Teng Zhang, Amit Singer
Noisy dynamic simulations in the presence of symmetry: data alignment and model reduction
Benjamin E. Sonday, Amit Singer, Ioannis G. Kevrekidis
Giant Components in Biased Graph Processes
Gideon Amir, Ori Gurel-Gurevich, Eyal Lubetzky +1
Covariance estimation using conjugate gradient for 3D classification in Cryo-EM
Joakim Andén, Eugene Katsevich, Amit Singer
Mathematics for cryo-electron microscopy
Amit Singer
Structural Variability from Noisy Tomographic Projections
Joakim Andén, Amit Singer
Uniqueness of Low-Rank Matrix Completion by Rigidity Theory
Amit Singer, Mihai Cucuringu
Factor Analysis for Spectral Estimation
Joakim Andén, Amit Singer
Robust Camera Location Estimation by Convex Programming
Onur Ozyesil, Amit Singer
Vector Diffusion Maps and the Connection Laplacian
Amit Singer, Hau-tieng Wu
The sample complexity of multi-reference alignment
Amelia Perry, Jonathan Weed, Afonso S. Bandeira +2
Anisotropic twicing for single particle reconstruction using autocorrelation analysis
Tejal Bhamre, Teng Zhang, Amit Singer
Continuously heterogeneous hyper-objects in cryo-EM and 3-D movies of many temporal dimensions
Roy R. Lederman, Amit Singer
Eigenvector Synchronization, Graph Rigidity and the Molecule Problem
Mihai Cucuringu, Amit Singer, David Cowburn
Open problem: Tightness of maximum likelihood semidefinite relaxations
Afonso S. Bandeira, Yuehaw Khoo, Amit Singer
Rotationally Invariant Image Representation for Viewing Direction Classification in Cryo-EM
Zhizhen Zhao, Amit Singer
Bispectrum Inversion with Application to Multireference Alignment
Tamir Bendory, Nicolas Boumal, Chao Ma +2
Decoding binary node labels from censored edge measurements: Phase transition and efficient recovery
Emmanuel Abbe, Afonso S. Bandeira, Annina Bracher +1
Mahalanobis Distance for Class Averaging of Cryo-EM Images
Tejal Bhamre, Zhizhen Zhao, Amit Singer
Multireference Alignment using Semidefinite Programming
Afonso S. Bandeira, Moses Charikar, Amit Singer +1
Sample Complexity of the Boolean Multireference Alignment Problem
Emmanuel Abbe, Joao Pereira, Amit Singer
Estimation in the group action channel
Emmanuel Abbe, João M. Pereira, Amit Singer
The Spectrum of Random Inner-product Kernel Matrices
Xiuyuan Cheng, Amit Singer
Optimal prediction in the linearly transformed spiked model
Edgar Dobriban, William Leeb, Amit Singer
Representation theoretic patterns in three dimensional Cryo-Electron Microscopy I - The intrinsic reconstitution algorithm
Ronny Hadani, Amit Singer
APPLE Picker: Automatic Particle Picking, a Low-Effort Cryo-EM Framework
Ayelet Heimowitz, Joakim Andén, Amit Singer
3D ab initio modeling in cryo-EM by autocorrelation analysis
Eitan Levin, Tamir Bendory, Nicolas Boumal +2
Bias Correction in Saupe Tensor Estimation
Yuehaw Khoo, Amit Singer, David Cowburn
Covariance Matrix Estimation for the Cryo-EM Heterogeneity Problem
Gene Katsevich, Alexander Katsevich, Amit Singer
Integrating NOE and RDC using sum-of-squares relaxation for protein structure determination
Yuehaw Khoo, Amit Singer, David Cowburn
Denoising and Covariance Estimation of Single Particle Cryo-EM Images
Tejal Bhamre, Teng Zhang, Amit Singer
Fourier-Bessel rotational invariant eigenimages
Zhizhen Zhao, Amit Singer
Angular Synchronization by Eigenvectors and Semidefinite Programming
Amit Singer
A New Rank Constraint on Multi-view Fundamental Matrices, and its Application to Camera Location Recovery
Soumyadip Sengupta, Tal Amir, Meirav Galun +4
Representation theoretic patterns in three dimensional cryo-electron microscopy II - The class averaging problem
Ronny Hadani, Amit Singer
Manifold learning techniques and model reduction applied to dissipative PDEs
Benjamin E. Sonday, Amit Singer, C. William Gear +1
Tightness of the maximum likelihood semidefinite relaxation for angular synchronization
Afonso S. Bandeira, Nicolas Boumal, Amit Singer
Marchenko-Pastur Law for Tyler's M-estimator
Teng Zhang, Xiuyuan Cheng, Amit Singer
Approximating the Little Grothendieck Problem over the Orthogonal and Unitary Groups
Afonso S. Bandeira, Christopher Kennedy, Amit Singer
A Representation Theory Perspective on Simultaneous Alignment and Classification
Roy R. Lederman, Amit Singer
A Cheeger Inequality for the Graph Connection Laplacian
Afonso S. Bandeira, Amit Singer, Daniel A. Spielman
Orthogonal Matrix Retrieval in Cryo-Electron Microscopy
Tejal Bhamre, Teng Zhang, Amit Singer
Stable Camera Motion Estimation Using Convex Programming
Onur Ozyesil, Amit Singer, Ronen Basri
Multireference Alignment is Easier with an Aperiodic Translation Distribution
Emmanuel Abbe, Tamir Bendory, William Leeb +3
Semidefinite Programming Approach for the Quadratic Assignment Problem with a Sparse Graph
Jose F. S. Bravo Ferreira, Yuehaw Khoo, Amit Singer
Fast Steerable Principal Component Analysis
Zhizhen Zhao, Yoel Shkolnisky, Amit Singer
PCA from noisy, linearly reduced data: the diagonal case
Edgar Dobriban, William Leeb, Amit Singer
A Survey of Structure from Motion
Onur Ozyesil, Vladislav Voroninski, Ronen Basri +1
Non-Local Euclidean Medians
Kunal N. Chaudhury, Amit Singer
Exact and Stable Recovery of Rotations for Robust Synchronization
Lanhui Wang, Amit Singer
Global registration of multiple point clouds using semidefinite programming
Kunal N. Chaudhury, Yuehaw Khoo, Amit Singer